NOVEL INSIGHTS INTO DIAGNOSTIC UTILITY OF NPAR IN PREDICTING INFLAMMATORY STATUS IN CRITICAL PATIENTS IN TERTIARY HEALTHCARE SETTINGS

Authors

  • Kanta Bai GMC (General Medical Council), United Kingdom (Registered). Author
  • Durga Devi Bilawal Medical College, Liaquat University of Medical & Health Sciences (LUMHS), Jamshoro, Sindh, Pakistan. Author
  • Muhammad Akram Federal PGMI, Lahore, Pakistan. Author

DOI:

https://doi.org/10.71000/hngy3w13

Keywords:

Neutrophil percentage-to-albumin ratio, NPAR, Critical care; , Inflammation, Biomarker, Systemic inflammatory response

Abstract

Objective:  To evaluate the diagnostic value of neutrophil percentage-to-albumin ratio (NPAR) for detecting inflammatory status in critically ill patients as well as comparing its performance with conventional inflammatory markers.

Methods: This prospective observational study was carried out in the Intensive Care Unit (ICU) of Mayo Hospital, Lahore, between October 2023 and March 2024. 150 critically ill adult patients were recruited. Within 24 hours of admission, blood samples were collected to measure neutrophil percentage and serum albumin levels, and NPAR was calculated by dividing neutrophil percentage by the serum albumin concentration (g/dL). The patients were divided into high-inflammatory and low-inflammatory groups based on levels of C-reactive protein (CRP) and procalcitonin (PCT). Association between NPAR and inflammatory markers were evaluated using receiver operating characteristic (ROC) curve analysis and correlation analyses. A p-value of less than 0.05 was considered statistically significance.

Results: The mean NPAR scores were significantly greater in patients with high inflammatory status compared to those with lesser inflammation levels (0.085 ± 0.02 vs. 0.046 ± 0.01; p < 0.001). NPAR was also found to have a strong positive correlation with CRP (r = 0.68, p = 0.01) and PCT (r = 0.61, p = 0.02). ROC analysis showed an excellent diagnostic performance to identify systemic inflammation (AUC = 0.82; sensitivity = 80.0% , specificity = 74.5%), similar to standard inflammatory markers.

Conclusion:  NPAR is an inexpensive, universally accessible biomarker that has a high level of diagnostic accuracy in evaluating inflammatory conditions of critically ill patients. Its inclusion in routine laboratory assessments could lead to timely interventions and subsequent detection. Additional multicentric investigations would be justified to determine standard cut-off values and confirm its prognostic value.

Author Biographies

  • Kanta Bai, GMC (General Medical Council), United Kingdom (Registered).

    Department of Medicine, GMC (General Medical Council), United Kingdom (Registered).

  • Durga Devi, Bilawal Medical College, Liaquat University of Medical & Health Sciences (LUMHS), Jamshoro, Sindh, Pakistan.

    Department of Pathology, Bilawal Medical College, Liaquat University of Medical & Health Sciences (LUMHS), Jamshoro, Sindh, Pakistan.

  • Muhammad Akram, Federal PGMI, Lahore, Pakistan.

    Department of Pathology, Federal PGMI, Lahore, Pakistan.

References

Ingels C, Langouche L, Dubois J, Derese I, Vander Perre S, Wouters PJ, et al. C-reactive protein rise in response to macronutrient deficit early in critical illness: sign of inflammation or mediator of infection prevention and recovery. Intensive Care Med. 2022 Jan;48(1):25-35.

Levinson T, Wasserman A. C-Reactive Protein Velocity (CRPv) as a New Biomarker for the Early Detection of Acute Infection/Inflammation. Int J Mol Sci. 2022 Jul 22;23(15):8100.

Chen Y, Teng Y, Peng X, Zhu T, Liu J, Ou M et al. Combination of Creatinine with Inflammatory Biomarkers (PCT, CRP, hsCRP) for Predicting Postoperative ICU Admissions for Elderly Patients. Adv Ther. 2024 Jul;41(7):2776-2790.

Mahar B, Shah T, Shaikh K, Shaikh SN, Uqaili AA, Memon KN, et al. Uncovering the hidden health burden: a systematic review and meta-analysis of iron deficiency anemia among adolescents, and pregnant women in Pakistan. Journal of Health, Population and Nutrition. 2024 Sep 17;43(1):149.

Siddiqui K, Uqaili AA, Memon S, Shah T, Shaikh SN, Memon AR. Association of serum albumin, globulin, and transferrin levels in children of poorly managed celiac disease. BioMed Research International. 2023;2023(1):5081303.

Siddiqui K, Rafiq M, Bhutto MA, Uqaili AA. Red blood indices, platelet count and transferrin levels in celiac patients with and without type 1 diabetes mellitus in Hyderabad, Sindh, Pakistan. Khyber Medical University Journal. 2021;13(1):25-29.

Huang X, Lian Z, Qi S, Yu H. Inflammatory-nutritional duality of NPAR: a novel biomarker for early prediction of acute liver injury in acute myocardial infarction complicated by type 2 diabetes mellitus. Front Pharmacol. 2025 Sep 2;16:1643871.

Sambataro D, Politi MR, Messina A, Scarpello L, Messina S, Guggino R, et al. Relationship of Inflammatory Parameters and Nutritional Status in Cancer Patients. Anticancer Res. 2023 Jun;43(6):2821-2829.

Memon RA, Kazi N, Uquili A, et al. Effects of interleukin 1 inhibitor on inflammatory cytokines TNF-alpha levels in diabetic albino Wistar rat model. Pakistan Journal of Physiology. 2019;15(1):3-6.

Shukla D, Lashari UG, Rafique T, Gupta A, Ririe AK, Minhas M. IoT in Healthcare: Exploring the Integration of Internet of Things Devices in Enhancing Patient Care. A Bibliometric Review. Cuestiones de Fisioterapia. 2024 Nov 2;53(3):4363-420

Li X, Wu M, Chen M, Liu R, Tao Q, Hu Y, et al. The Association Between Neutrophil-Percentage-to-Albumin Ratio (NPAR) and Mortality Among Individuals With Cancer: Insights From National Health and Nutrition Examination Survey. Cancer Med. 2025 Jan;14(2):e70527.

Li Y, Chen L, Yang X, Cui H, Li Z, Chen W, et al. Dynamic association of serum albumin changes with inflammation, nutritional status and clinical outcomes: a secondary analysis of a large prospective observational cohort study. Eur J Med Res. 2025 Jul 28;30(1):679.

Wadood M, Memon A, Salman W, Iftikhar A, Raza F, Ahsan N et al. Comprehensive Insights into the Neutrophil Percentage to Albumin Ratio (NPAR): An Emerging Integrated Biomarker for Inflammation and Prognosis: Neutrophil Percentage to Albumin Ratio: Emerging Integrated Biomarker for Inflammation. Pakistan Journal of Health Sciences, 2024 5(10), 258–266.

Bhardwaj R, Agrawal U, Vashist P, Manna S. Determination of sample size for various study designs in medical research: A practical primer. J Family Med Prim Care. 2024 Jul;13(7):2555-2561.

Özbilgeç S, Akkuş F, Dönmez EE, Şahin M, Bahçeci P, Acar A. The Predictive Role of Neutrophil Percentage-to-Albumin Ratio (NPAR) in Endometrial Carcinoma: A Novel Prognostic Marker. Int J Womens Health. 2025 Oct 9;17:3577-3590.

Bukhari AAS, Shaikh ARK, Salman W, Bhatti FA, Malik W, Minhas M, et al. Pathophysiological role of nerve growth factor (NGF) in asthma: insights into airway inflammation, remodeling, and neural regulation in intensive care settings. Anaesth. Pain Intensive Care. 2025;29(3):681-689.

Khan M, Pathan S, Ansari K, et al. Comparative Risk Assessment in Hypertensive Patients With Metabolic Syndrome by Exploring Angiotensin-Converting Enzyme Inhibitors and Angiotensin II Receptor Blockers. Cureus. 2025 Jun 8;17(6):e85564.

Zhang K, Ma X, Zhou X, Qiu G, Zhang C. Machine learning based association between inflammation indicators (NLR, PLR, NPAR, SII, SIRI, and AISI) and all-cause mortality in arthritis patients with hypertension: NHANES 1999-2018. Front Public Health. 2025 Apr 4;13:1559603.

Danish S, Gul E, Chaudhry S, et al. Exploring Adipokines in Assessing the Role of Dehydroepiandrosterone in Polycystic Ovary Syndrome-Linked Infertility. Cureus. 2025 Jun 28;17(6):e86921.

Hussain Z, Pathan S, Bibi F, Sultana S, Yasmeen R, Hanan S. Integrated pathology management of thyroid-linked sub-fertility: A multidisciplinary systematic approach in gynecology and otorhinolaryngology. Rawal Medical Journal. 2025 May 12;50(2):384-.

Bi L, Liang J, Hu K. Neutrophil percentage-to-albumin ratio (NPAR) as a biomarker for asthma: a cross-sectional analysis of NHANES data. BMC Pulm Med. 2025 May 29;25(1):269.

Rehman NU, Pathan S, Naz T, Niamat M, Sattar E, Shakeel M. A cross-sectional study on urinary tract infections as a gateway to chronic kidney disease. Rawal Medical Journal. 2025 May 12;50(2):267-269.

Kalhoro R, Pathan S, Shaikh AR, Shakeel M, Roheen T, Ali SA. Genetics of metabolic disorders: Systematic assessment of clinicopathological role of GBA and HEXA mutations in Gaucher and Tay-Sachs Disease. Rawal Medical Journal. 2025 Apr 29;50(2).

Kausar R, Batool A, Bukhari AAS, Shaikh ARK, Aleem A, Minhas M, et al. Crosslinking Salivary Diagnosis with Non-Invasive Insights to Oral Pathology: Novel Systematic Insights to Personalized Medicine in Disease Management. Pak Armed Forces Med J. 2025 Jun;75(3):611-6.

Li J, Shaikh SN, Uqaili AA, et al. A pan-cancer analysis of pituitary tumor-transforming 3 pseudogene. American Journal of Translational Research. 2023;15(8):5408.

Obeagu EI. Stress, neutrophils, and immunity: a dynamic interplay. Ann Med Surg (Lond). 2025 Apr 15;87(6):3573-3585.

Uqaili AA, Chang AH, Kalhoro MA, et al. Hepcidin as a therapeutic target in liver cirrhosis: A cohort study on iron dysregulation. Pakistan Journal of Medicine and Dentistry. 2025;14(2):16-21.

Haider N, Abbas U, Arif HE, Uqaili AA, Khowaja MA, Hussain N, Khan M. From plate to profile: investigating the influence of dietary habits and inactive lifestyle on lipid profile in medical students at clerkship. BMC Nutrition. 2024 May 7;10(1):71.

Shaikh S, Malik F, Uqaili AA. Effect of aescin on β-cell physiology in fructose-fed rat model. Annals of PIMS-Shaheed Zulfiqar Ali Bhutto Medical University. 2020;16(1):15-19.

Shah T, Uqaili AA, Shaikh SN, et al. Serum FGF-23 and vitamin D deficiency as predictors of metabolic syndrome in chronic kidney disease. Pakistan Journal of Medicine and Dentistry. 2025;14(2):334-341.

Wang TY, Wang RF, Bu ZY, Targher G, Byrne CD, Sun DQ, et al. Association of metabolic dysfunction-associated fatty liver disease with kidney disease. Nat Rev Nephrol. 2022 Apr;18(4):259-268.

Uqaili AA, Mughal AH, Maheshwari BK. Arsenic contamination in ground water sources of district Matiari, Sindh. International Journal of Chemical and Environmental Engineering. 2012 Aug;3(4-2012).

Hailey LH, Amarnani R, Bundy C, McGagh D, James L, Kirtley S, et al. Lifestyle Modifications and Nonpharmacologic Interventions to Improve Outcomes in Psoriatic Arthritis: A Systematic Review. Clin Ther. 2023 Sep;45(9):841-851.

Meghji KA, Talpur RA, Uqaili AA, Nizammani YM, Kazi N, Nizammani GS. Resveratrol attenuates oxidative stress in chemotherapy induced acute kidney injury: An experimental rat model. Khyber Medical University Journal. 2019 Jun 30;11(2):85-9.

Talpur RA, Meghji KA, Uqaili AA, Kazi N, Nizammani GS, Qazi S. Anti-Hyperglycemic And Anti-Oxidative Effects Of L-Carnitine Administration In Alloxan Induced Diabetic Albino Wistar Rats. Khyber Medical University Journal. 2019 Dec 29;11(4):204-208.

Uqaili AA, Chang AH, Ali S, et al. Impact of lifestyle modifications on liver function, hepatic fat, and metabolic parameters in non-alcoholic fatty liver disease: A culturally adapted intervention study. Pakistan Journal of Pathology. 2025;36(1):19-25.

Afridi A, Adam M, Pathan S, Ali K, Ahsan N, Sarwer A, Ali A. Brain Derived Neurotrophic Factor in Pregnancy: Stress Responses and Fetal Neurodevelopment. Pakistan Journal of Health Sciences. 2024 Dec 31;5(12):347-354.

Billany RE, Thopte A, Adenwalla SF, March DS, Burton JO, Graham-Brown MPM. Associations of health literacy with self-management behaviours and health outcomes in chronic kidney disease: a systematic review. J Nephrol. 2023 Jun;36(5):1267-1281.

Uqaili AA, Usman G, Bhatti U, et al. Bioinformatics, RNA sequencing, and targeted bisulfite sequencing analyses identify the role of PROM2 as a diagnostic and prognostic biomarker. American Journal of Translational Research. 2023;15(8):5389.

Zhang X, Bai F, Ni H, Chen S, Fu D, Ren H, et al. Correlation of neutrophil percentage-to-albumin ratio with lung function in American adults: a population study. BMC Pulm Med. 2025 Feb 21;25(1):86.

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Published

2025-12-15